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https://wandb.ai/axon-rl/goat/runs/0e10cch2?nw=nwuserlkevinzc python train.py \
--env_id math:Math12K \
--gamma 0.9 \
--gpus 8 \
--gradient-checkpointing \
--num_samples 1 \
--rollout_batch_size 128 \
--num_envs 16 \
--rollout_batch_size_per_device 16 \
--pi_buffer_maxlen_per_device 16 \
--pretrain Qwen/Qwen3-0.6B-Base \
--prompt_template qwen3_general \
--enable_prefix_caching \
--collocate \
--vllm_sleep \
--vllm_gpu_ratio 0.45 \
--rnd-seed \
--learning_rate 0.000001 \
--lr_scheduler constant \
--lr_warmup_ratio 0 \
--num_ppo_epochs 2 \
--train_batch_size 128 \
--train_batch_size_per_device 1 \
--beta 0 \
--max_model_len 12800 \
--generate_max_length 4096 \
--temperature 1.0 \
--top_p 1 \
--eval_steps -1 \
--save_steps -1 \
--eval_temperature 0.6 \
--eval_top_p 0.95 \
--eval_generate_max_length 4096 \
--max_train 65000 \
--max_save_num 30 \
--use-wb \
--wb-org axon-rl \
--wb-run-name zichen-qwen3-0.6b-base-$1-gamma0.9 \
--wb_project goat \
--debug |
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